AIMC Topic: Voice

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Endpoint-aware audio-visual speech enhancement utilizing dynamic weight modulation based on SNR estimation.

Neural networks : the official journal of the International Neural Network Society Jan 11, 2025
Integrating visual features has been proven effective for deep learning-based speech quality enhancement, particularly in highly noisy environments. However, these models may suffer from redundant information, resulting in performance deterioration w...
Sound Spectrography Signal-To-Noise Ratio Deep Learning Speech Intelligibility Humans Speech Speech Perception Neural Networks, Computer Noise Voice Sound Recordings
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Artificial intelligence empowered voice generation for amyotrophic lateral sclerosis patients.

Scientific reports Jan 8, 2025
Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease that can result in a progressive loss of speech due to bulbar dysfunction, which can have significant negative impact on the patient's mental well-being. Alternative Augmentative Comm...
Aged Adult Male Humans Artificial Intelligence Female Amyotrophic Lateral Sclerosis Voice Communication Aids for Disabled Middle Aged Quality of Life Speech
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Voice Analysis in Dogs with Deep Learning: Development of a Fully Automatic Voice Analysis System for Bioacoustics Studies.

Sensors (Basel, Switzerland) Dec 13, 2024
Extracting behavioral information from animal sounds has long been a focus of research in bioacoustics, as sound-derived data are crucial for understanding animal behavior and environmental interactions. Traditional methods, which involve manual revi...
Neural Networks, Computer Animals Deep Learning Dogs Acoustics Vocalization, Animal Fourier Analysis Voice
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Transformer-based transfer learning on self-reported voice recordings for Parkinson's disease diagnosis.

Scientific reports Dec 3, 2024
Deep learning (DL) techniques are becoming more popular for diagnosing Parkinson's disease (PD) because they offer non-invasive and easily accessible tools. By using advanced data analysis, these methods improve early detection and diagnosis, which i...
Female Aged Male Humans Neural Networks, Computer Parkinson Disease Self Report Voice Middle Aged Deep Learning Smartphone
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How to identify patient perception of AI voice robots in the follow-up scenario? A multimodal identity perception method based on deep learning.

Journal of biomedical informatics Dec 2, 2024
OBJECTIVES: Post-discharge follow-up stands as a critical component of post-diagnosis management, and the constraints of healthcare resources impede comprehensive manual follow-up. However, patients are less cooperative with AI follow-up calls or may...
Voice Algorithms Female Male Deep Learning Humans Follow-Up Studies Neural Networks, Computer Robotics Artificial Intelligence
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How do older adults react to social robots' offspring-like voices.

Social science & medicine (1982) Nov 22, 2024
Social robots are being developed as a technological solution to alleviate older adults' loneliness due to separation from their offspring. This study explores how and why offspring-like voices affect older adults' acceptance of social robots from an...
Humans Female Aged Aged, 80 and over Male Social Interaction Middle Aged Robotics Loneliness Voice Social Identification
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HiddenSinger: High-quality singing voice synthesis via neural audio codec and latent diffusion models.

Neural networks : the official journal of the International Neural Network Society Sep 27, 2024
Recently, denoising diffusion models have demonstrated remarkable performance among generative models in various domains. However, in the speech domain, there are limitations in complexity and controllability to apply diffusion models for time-varyin...
Music Voice Quality Singing Humans Neural Networks, Computer Voice
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A Nanoparticle-Based Artificial Ear for Personalized Classification of Emotions in the Human Voice Using Deep Learning.

ACS applied materials & interfaces Sep 16, 2024
Artificial intelligence and human-computer interaction advances demand bioinspired sensing modalities capable of comprehending human affective states and speech. However, endowing skin-like interfaces with such intricate perception abilities remains ...
Voice Emotions Gold Metal Nanoparticles Humans Deep Learning
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A dual-region speech enhancement method based on voiceprint segmentation.

Neural networks : the official journal of the International Neural Network Society Aug 31, 2024
Single-channel speech enhancement primarily relies on deep learning models to recover clean speech signals from noise-contaminated speech. These models establish a mapping relationship between noisy and clean speech. However, considering the sparse d...
Noise Signal Processing, Computer-Assisted Voice Algorithms Humans Deep Learning Neural Networks, Computer Speech
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COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.

Artificial intelligence in medicine Aug 15, 2024
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a severe condition affecting millions worldwide, leading to numerous annual deaths. The absence of significant symptoms in its early stages promotes high underdiagnosis rates for the affecte...
Middle Aged Support Vector Machine Voice Aged Pulmonary Disease, Chronic Obstructive Male Humans Machine Learning Female
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